Hard Disk Drive Failure Prediction for Mobile Edge Computing Based on an LSTM Recurrent Neural Network

Table 4

Comparison of lead time for family “Baidu” between prediction models.

Model	Lead time
	>24 h (%)	>48 h (%)	>96 h (%)
CART	90.48	67.62	0.95
RNN	100.00	83.49	33.03
LSTM (Exp)	100.00	93.91	41.74
LSTM (Log)	100.00	91.45	41.88